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Table 7 Five model effect comparison table in chicken

From: A classification model for lncRNA and mRNA based on k-mers and a convolutional neural network

model model accuracy precision rate(P) recall rate(R) F1score
CNN 0.9963 0.9943 0.9984 0.9963
RF 0.9302 0.9351 0.9245 0.9298
LR 0.8743 0.8902 0.8546 0.8720
DT 0.8227 0.8148 0.8315 0.8230
SVM 0.8724 0.8881 0.8538 0.8706